Cargando…

Deep Learning on MRI Images for Diagnosis of Lung Cancer Spinal Bone Metastasis

This paper aimed to explore the adoption of deep learning algorithms in lung cancer spinal bone metastasis diagnosis. Comprehensive analysis was carried out with the aid of AdaBoost algorithm and Chan-Vese (CV) algorithm. 87 patients with lung cancer spinal bone metastasis were taken as research sub...

Descripción completa

Detalles Bibliográficos
Autores principales:	Fan, Xiaojie, Zhang, Xiaoyu, Zhang, Zibo, Jiang, Yifang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8294999/ https://www.ncbi.nlm.nih.gov/pubmed/34354553 http://dx.doi.org/10.1155/2021/5294379

Ejemplares similares

Deep Learning for the Automatic Diagnosis and Analysis of Bone Metastasis on Bone Scintigrams
por: Liu, Simin, et al.
Publicado: (2022)

Spinal disease diagnosis assistant based on MRI images using deep transfer learning methods
por: Xuan, Junbo, et al.
Publicado: (2023)

Application of Deep Learning in Lung Cancer Imaging Diagnosis
por: Jiang, Wenfa, et al.
Publicado: (2022)

Benign and malignant diagnosis of spinal tumors based on deep learning and weighted fusion framework on MRI
por: Liu, Hong, et al.
Publicado: (2022)

Deep Learning for Classification of Bone Lesions on Routine MRI
por: Eweje, Feyisope R., et al.
Publicado: (2021)

Deep Learning Algorithm-Based MRI Image in the Diagnosis of Diabetic Macular Edema
por: Han, Xiuping, et al.
Publicado: (2022)

Deep Learning-Based Chest CT Image Features in Diagnosis of Lung Cancer
por: Feng, Jianxin, et al.
Publicado: (2022)

Deep Learning for Medical Image-Based Cancer Diagnosis
por: Jiang, Xiaoyan, et al.
Publicado: (2023)

Deep learning based automated diagnosis of bone metastases with SPECT thoracic bone images
por: Lin, Qiang, et al.
Publicado: (2021)

Detection and Segmentation of Pelvic Bones Metastases in MRI Images for Patients With Prostate Cancer Based on Deep Learning
por: Liu, Xiang, et al.
Publicado: (2021)

Automatic multiclass intramedullary spinal cord tumor segmentation on MRI with deep learning
por: Lemay, Andreanne, et al.
Publicado: (2021)

Deep neural network based artificial intelligence assisted diagnosis of bone scintigraphy for cancer bone metastasis
por: Zhao, Zhen, et al.
Publicado: (2020)

Deep learning based automatic segmentation of metastasis hotspots in thorax bone SPECT images
por: Lin, Qiang, et al.
Publicado: (2020)

A Deep Learning approach for Diagnosis of Mild Cognitive Impairment Based on MRI Images
por: Taheri Gorji, Hamed, et al.
Publicado: (2019)

Deep learning of bone metastasis in small cell lung cancer: A large sample-based study
por: Chen, Qing, et al.
Publicado: (2023)

Deep Learning Model for Classifying Metastatic Epidural Spinal Cord Compression on MRI
por: Hallinan, James Thomas Patrick Decourcy, et al.
Publicado: (2022)

Prediction of Nodal Metastasis in Lung Cancer Using Deep Learning of Endobronchial Ultrasound Images
por: Ito, Yuki, et al.
Publicado: (2022)

Automated Detection and Diagnosis of Spinal Schwannomas and Meningiomas Using Deep Learning and Magnetic Resonance Imaging
por: Ito, Sadayuki, et al.
Publicado: (2023)

Deep learning-based magnetic resonance imaging of the spine in the diagnosis and physiological evaluation of spinal metastases
por: Wang, Dapeng, et al.
Publicado: (2023)

Diagnosis of cervical lymph node metastasis with thyroid carcinoma by deep learning application to CT images
por: Wang, Tiantian, et al.
Publicado: (2023)

Computer-Aided Diagnosis of Spinal Tuberculosis From CT Images Based on Deep Learning With Multimodal Feature Fusion
por: Li, Zhaotong, et al.
Publicado: (2022)

Design of Deep Learning Model for Task-Evoked fMRI Data Classification
por: Huang, Xiaojie, et al.
Publicado: (2021)

Diagnosis of Schizophrenia Based on Deep Learning Using fMRI
por: Zheng, JinChi, et al.
Publicado: (2021)

A deep learning approach with subregion partition in MRI image analysis for metastatic brain tumor
por: Shi, Jiaxin, et al.
Publicado: (2022)

Medical Images Segmentation for Lung Cancer Diagnosis Based on Deep Learning Architectures
por: Said, Yahia, et al.
Publicado: (2023)

Deep learning model for automatic segmentation of lungs and pulmonary metastasis in small animal MR images
por: Lefevre, Edgar, et al.
Publicado: (2022)

Deep learning–based diagnosis of osteoblastic bone metastases and bone islands in computed tomograph images: a multicenter diagnostic study
por: Xiong, Yuchao, et al.
Publicado: (2023)

Early Diagnosis of Brain Tumour MRI Images Using Hybrid Techniques between Deep and Machine Learning
por: Senan, Ebrahim Mohammed, et al.
Publicado: (2022)

Predicting Tumor Mutational Burden From Lung Adenocarcinoma Histopathological Images Using Deep Learning
por: Niu, Yi, et al.
Publicado: (2022)

An Instance Segmentation Model Based on Deep Learning for Intelligent Diagnosis of Uterine Myomas in MRI
por: Pan, Haixia, et al.
Publicado: (2023)

Predicting diagnosis and survival of bone metastasis in breast cancer using machine learning
por: Zhong, Xugang, et al.
Publicado: (2023)

Altered brain functional activity and connectivity in bone metastasis pain of lung cancer patients: A preliminary resting-state fMRI study
por: Liu, Daihong, et al.
Publicado: (2022)

A deep learning-based computer-aided diagnosis method of X-ray images for bone age assessment
por: Li, Shaowei, et al.
Publicado: (2021)

Identifying Periampullary Regions in MRI Images Using Deep Learning
por: Tang, Yong, et al.
Publicado: (2021)

Brain Tumor Segmentation Using Deep Learning on MRI Images
por: Mostafa, Almetwally M., et al.
Publicado: (2023)

Usefulness of Bone Metabolic Markers in the Diagnosis of Bone Metastasis from Lung Cancer
por: Chung, Jae Ho, et al.
Publicado: (2005)

A deep learning model for detection of cervical spinal cord compression in MRI scans
por: Merali, Zamir, et al.
Publicado: (2021)

Deep Learning-Based Multimodal 3 T MRI for the Diagnosis of Knee Osteoarthritis
por: Hu, Yong, et al.
Publicado: (2022)

Use of deep learning in the MRI diagnosis of Chiari malformation type I
por: Tanaka, Kaishin W., et al.
Publicado: (2022)

Malignant Bone Tumors Diagnosis Using Magnetic Resonance Imaging Based on Deep Learning Algorithms
por: Georgeanu, Vlad Alexandru, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_fo856okqktkb24fk1u9bu8btuu